Homework 1: Introduction to Machine Learning
Score: 7 = 7 (questions) + 0 (FAQ) + 0 (learning in public)
Homework URL: View submission
Machine Learning Zoomcamp 2024
Siddhartha Gogoi
Total Score
264
Homework submissions
Homework 2: Machine Learning for Regression
Score: 7 = 6 (questions) + 0 (FAQ) + 1 (learning in public)
Homework URL: View submission
Learning in public links
Homework 3: Machine Learning for Classification
Score: 8 = 6 (questions) + 0 (FAQ) + 2 (learning in public)
Homework URL: View submission
Homework 4: Evaluation Metrics for Classification
Score: 9 = 6 (questions) + 0 (FAQ) + 3 (learning in public)
Homework URL: View submission
Homework 5: Deploying Machine Learning Models
Score: 11 = 6 (questions) + 0 (FAQ) + 5 (learning in public)
Homework URL: View submission
Learning in public links
- https://transformtryst.blogspot.com/2024/10/deploying-your-machine-learning-model.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Deploying_Machine_Learning_Models.md
- https://x.com/SapeintSapiens/status/1850930645171892333
- https://x.com/SapeintSapiens/status/1850461955695464889
- https://x.com/SapeintSapiens/status/1850212784203825297
Homework 6: Decision Trees and Ensemble Learning
Score: 13 = 6 (questions) + 1 (FAQ) + 6 (learning in public)
Homework URL: View submission
Learning in public links
- https://transformtryst.blogspot.com/2024/11/diving-deep-into-decision-trees-and.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Decision_Tress_and_Ensemble_Learning.md
- https://x.com/SapeintSapiens/status/1853542998556238152
- https://x.com/SapeintSapiens/status/1853404130322350099
- https://x.com/SapeintSapiens/status/1853217348540625013
- https://x.com/SapeintSapiens/status/1852131980684689646
Homework 8: Neural Networks and Deep Learning
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://transformtryst.blogspot.com/2024/12/a-solid-foundational-chapter-on-neural.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Neural_Networks_%26_DL.md
- https://transformtryst.blogspot.com/2024/12/building-convolutional-neural-network.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/CNN_hairstyle_detection_model.md
- https://x.com/SapientSapiens/status/1865007184611815667
- https://x.com/SapientSapiens/status/1864765670677709283
- https://x.com/SapientSapiens/status/1864602553138192553
Homework 9: Serverless Deep Learning
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Deploying_model_at_AWS_Lambda.md
- https://mastodon.social/@sapientsapiens/113636830893954432
- https://www.tumblr.com/sapientsapiens/769613020524576768/serverless-deep-learning?source=share
- https://x.com/SapientSapiens/status/1866990267032842439
- https://x.com/SapientSapiens/status/1866735805227585640
- https://x.com/SapientSapiens/status/1866209108954845436
- https://x.com/SapientSapiens/status/1865759589310079429
Homework 10: Kubernetes and TensorFlow Serving
Score: 14 = 7 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://mastodon.social/@sapientsapiens/113687602463353566
- https://www.tumblr.com/sapientsapiens/770425525783216128/just-wrapped-up-the-assignments-on-the-final?source=share
- https://x.com/SapientSapiens/status/1870239815616344147
- https://x.com/SapientSapiens/status/1870049798973468808
- https://x.com/SapientSapiens/status/1868395814223249618
- https://www.tumblr.com/sapientsapiens/769964570946273280/commencing-the-chapter-on-kubernetes-and?source=share
- https://mastodon.social/@sapientsapiens/113658795203944115
ML Zoomcamp 2024 Competition
Score: 9 = 2 (questions) + 0 (FAQ) + 7 (learning in public)
Learning in public links
- https://x.com/SapientSapiens/status/1888924223583756467
- https://www.tumblr.com/sapientsapiens/775096558798733312/completed-with-the-ml-zoomcamp-kaggle-competition?source=share
- https://mastodon.social/@sapientsapiens/113979543782170263
- https://mastodon.social/@sapientsapiens/113969814034502493
- https://www.tumblr.com/sapientsapiens/774940864262832128/also-taking-a-step-forward-for-the-kaggle?source=share
- https://x.com/SapientSapiens/status/1888301006188105983
- https://transformtryst.blogspot.com/2025/02/my-first-participation-in-kaggle.html
Article
Score: 27 = 20 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://x.com/SapientSapiens/status/1889119070181543995
- https://x.com/SapientSapiens/status/1889121179790889170
- https://www.tumblr.com/sapientsapiens/775145783829954560/finally-decided-to-write-an-article-about?source=share
- https://mastodon.social/@sapientsapiens/113982616716647454
- https://x.com/SapientSapiens/status/1888303368722141425
- https://www.tumblr.com/sapientsapiens/774941556946911232/moreover-finalizing-a-topic-for-the-article-at?source=share
- https://mastodon.social/@sapientsapiens/113969850233414457
Only scored homework submissions appear here.
Project submissions
Midterm Project
PassedScore: 43 = 15 (project) + 9 (peer review) + 12 (learning in public / project) + 6 (learning in public / peer review) + 1 (FAQ)
Project URL: View project
Learning in public links
- https://transformtryst.blogspot.com/2024/11/idea-for-my-midterm-project-at.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Midterm_Project_Notes.md
- https://x.com/SapientSapiens/status/1861168979592782297
- https://x.com/SapientSapiens/status/1860941624660144502
- https://x.com/SapientSapiens/status/1860350870417973557
- https://x.com/SapientSapiens/status/1858686466311999734
- https://x.com/SapientSapiens/status/1856628018157961453
- https://x.com/SapientSapiens/status/1856037465045512704
- https://x.com/SapientSapiens/status/1854443316948914535
- https://x.com/SapientSapiens/status/1861474021277344202
- https://x.com/SapientSapiens/status/1861475949386309691
- https://x.com/SapientSapiens/status/1861477426993471677
Capstone 1
PassedScore: 45 = 16 (project) + 9 (peer review) + 14 (learning in public / project) + 6 (learning in public / peer review) + 0 (FAQ)
Project URL: View project
Learning in public links
- https://transformtryst.blogspot.com/2025/01/building-bird-image-classifier-for-my.html
- https://www.tumblr.com/sapientsapiens/771515340351012864/finalized-on-a-dataset-for-the-1st-capstone?source=share
- https://www.tumblr.com/sapientsapiens/772316017726767104/just-completed-the-eda-on-the-image-dataset-for?source=share
- https://www.tumblr.com/sapientsapiens/772504923115077632/cnn-model-training-for-image-classification?source=share
- https://www.tumblr.com/sapientsapiens/772563285326348288/wrapping-up-the-capstone-1-project-for-mlzoomcamp?source=share
- https://mastodon.social/@sapientsapiens/113755709644694657
- https://mastodon.social/@sapientsapiens/113805757061255499
- https://mastodon.social/@sapientsapiens/113817548730767656
- https://mastodon.social/@sapientsapiens/113821212442530422
- https://x.com/SapientSapiens/status/1878790891324002482
- https://x.com/SapientSapiens/status/1874598495363248232
- https://x.com/SapientSapiens/status/1877800315808055661
- https://x.com/SapientSapiens/status/1878557395301114181
- https://x.com/SapientSapiens/status/1871501940154400890
Capstone 2
PassedScore: 45 = 16 (project) + 9 (peer review) + 14 (learning in public / project) + 6 (learning in public / peer review) + 0 (FAQ)
Project URL: View project
Learning in public links
- https://transformtryst.blogspot.com/2025/02/my-capstone-2-project-at-mlzoomcamp.html
- https://x.com/SapientSapiens/status/1886555371088806248
- https://x.com/SapientSapiens/status/1886219551622259030
- https://www.tumblr.com/sapientsapiens/774420331224088576/finished-with-the-feature-selection-and-model?source=share
- https://mastodon.social/@sapientsapiens/113937272255909112
- https://x.com/SapientSapiens/status/1885743935953527284
- https://www.tumblr.com/sapientsapiens/774301451603296256/completed-the-exploratory-data-analysis-of-the?source=share
- https://mastodon.social/@sapientsapiens/113929841082243906
- https://mastodon.social/@sapientsapiens/113929800666868499
- https://www.tumblr.com/sapientsapiens/774300454065733633/it-appears-god-head-my-prayers-and-the-deadlines?source=share
- https://x.com/SapientSapiens/status/1885737026680701125
- https://x.com/SapientSapiens/status/1882160586672521273
- https://mastodon.social/@sapientsapiens/113873884312987800
- https://www.tumblr.com/sapientsapiens/773406105891209216/now-its-time-for-the-capstone-2-the-article-and?source=share
Only completed project submissions appear here.